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AI-Powered Personalized Fitness Coach (25AI148)
The AI-Powered Personalized Fitness Coach tracks exercise form using camera feeds, giving users real-time posture correction tips.
Why Build This System?
- Ensures safe exercise routines at home
- Tracks daily workout sets automatically
Key Features
- Body orientation joint mapping
- Real-time repetition counter overlays
System Basics
The application tracks body skeletal nodes from camera feeds, measuring joint angle changes to count reps and verify proper workout form.
Code Snippet:
# Basic workout set rep counting mock
position = "DOWN"
print(f"Current Exercise Step: {position}")Learning Outcomes:
- Master human body movement analysis models
- Deploy responsive digital health applications